Computer Science ›› 2022, Vol. 49 ›› Issue (7): 64-72.doi: 10.11896/jsjkx.210500040
• Database & Big Data & Data Science • Previous Articles Next Articles
LIU Wei-ming, AN Ran, MAO Yi-min
CLC Number:
| [1]SHI Q,ZHANG H.Fault diagnosis of an autonomous vehicle with an improved SVM algorithm subject to unbalanced datasets[J].IEEE Transactions on Industrial Electronics,2020,68(7):6248-6256. [2]CAO J M.Research on network security framework for big data based hyper-heuristic SVM[J].Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition),2020,32(1):23-29. [3]ZHU G T,PAN X L.Research on the Early Warning for Online Public Opinion Crisis Based on Factor Analysis and SVM[J].Journal of Chongqing Technology and Business University(Na-tural Science Edition),2020,37(5):94-100. [4]ALTHNIAN A,ALOBOUD N,ALKHARASHI N,et al.Face Gender Recognition in the Wild:An Extensive Performance Comparison of Deep-Learned,Hand-Crafted,and Fused Features with Deep and Traditional Models[J].Applied Sciences,2020,11(1):89. [5]AKBAL A.A local knit pattern-based automated fault classification method for the cooling system of the data center[J].Applied Acoustics,2021,176:107888. [6]PINHEIRO R H W,CAVALCANTI G D C,TSANG I R.Combining binary classifiers in different dichotomy spaces for text categorization[J].Applied Soft Computing,2019,76:564-574. [7]ZHAO Q.Social emotion classification of Japanese text information based on SVM and KNN[J].Journal of Ambient Intelligence and Humanized Computing,2021(8):1-12. [8]RYZHIKOVA E,RALBOVSKY N M,SIKIRZHYTSKI V,et al.Raman spectroscopy and machine learning for biomedical applications:Alzheimer's disease diagnosis based on the analysis of cerebrospinal fluid[J].Spectrochimica Acta Part A:Molecular and Biomolecular Spectroscopy,2021,248:119188. [9]PETRILLO U F,PALINI F,CATTANEO G,et al.FASTA/Q data compressors for MapReduce-Hadoop genomics:space and time savings made easy[J].BMC Bioinformatics,2021,22(1):1-21. [10]SHEN C P,LIN J W,LIN F S,et al.GA-SVM modeling of multiclass seizure detector in epilepsy analysis system using cloud computing[J].Soft Computing－A Fusion of Foundations,Methodologies and Applications,2017,21(8):2139-2149. [11]THAKUR R K,DESHPANDE M V.Kernel Optimized Support Vector Machine and MapReduce Framework for Sentiment Classification of Train Reviews[J].International Journal of Uncertainty,Fuzziness and Knowledge-based Systems,2019,27(6):1025-1050. [12]DING X,HUANG W,GUO Y,et al.Parallel Recombined Support Vector Machine Based on MapReduce and Bagging[J].Journal of Information Engineering University,2018,1902:196-202,208. [13]WANG R,XIANG X,XIAO B S.A Distributed SVM Algorithm Optimization of Clustering[J].Journal of Air Force Engineering University(Natural Science Edition),2018,19(2):86-92. [14]ÁLVAREZ-ALVARADO J M,RÍOS-MORENO J G,OBRE-GÓN-BIOSCA S A,et al.Hybrid Techniques to Predict Solar Radiation Using Support Vector Machine and Search Optimization Algorithms:A Review[J].Applied Sciences(2076-3417),2021,11(3):1044. [15]MAN W S,JI Y Y.Research on Distributed SVM Classification Based on Hadoop Platform[J].Computer Systems & Applications,2017,26(8):141-146. [16]HU J,MA D,LIU C,et al.Network security situation prediction based on MR-SVM[J].IEEE Access,2019,7:130937-130945. [17]GUO R,ZHANG F,WANG L,et al.BaPa:A Novel Approach of Improving Load Balance in Parallel Matrix Factorization for Recommender Systems[J].IEEE Transactions on Computers,2020,70(5):789-802. [18]GUO W,ALHAM N K,LIU Y,et al.A Resource AwareMapReduce Based Parallel SVM for Large Scale Image Classifications[J].Neural Processing Letters,2016,44(1):161-184. [19]PRAKASH P,RAJKUMAR N.Improved local fisher discriminant analysis based dimensionality reduction for cancer disease prediction[J].Journal of Ambient Intelligence and Humanized Computing,2021,12(7):8083-8098. [20]TSAO C Y,CHEN T Y.Pythagorean fuzzy likelihood function based on beta distributions and its based dominance ordering model in an uncertain multiple criteria decision support framework[J].International Journal of Intelligent Systems,2021,36(6):2680-2729. [21]WANG M,YAN Z,LUO J,et al.A band selection approach based on wavelet support vector machine ensemble model and membrane whale optimization algorithm for hyperspectral image[J].Applied Intelligence,2021,51(11):7766-7780. [22]SINHA A,JANA P K.A hybrid MapReduce-based k-meansclustering using genetic algorithm for distributed datasets[J].The Journal of Supercomputing,2018,74(4):1562-1579. [23]ZHENG B,MA X.Application on Damage Types Recognition in Civil Aeroengine Based on SVM Optimized by DMPSO[J].Computer Science,2020,47(S2):132-138. [24]ANGAYARKANNI S A,SIVAKUMAR R,RAMANA R Y V.Hybrid Grey Wolf:Bald Eagle search optimized support vector regression for traffic flow forecasting[J].Journal of Ambient Intelligence and Humanized Computing,2021,12(1):1293-1304. [25]BAGUI S,DEVULAPALLI K,COFFEY J.A HeuristicApproach for Load Balancing the FP-Growth Algorithm on MapReduce[J].Array,2020,7:100035. [26]CAO J,WANG M,LI Y,et al.Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment[J].PLOS ONE,2019,14(4):1-18. [27]ZHANG Q,LIU L.Whale Optimization Algorithm based on Lamarckian learning for global optimization problems[J].IEEE Access,2019,7:36642-36666. |
| [1] | ZHANG Yuan-ming, YU Jia-rui, JIANG Jian-bo, LU Jia-wei, XIAO Gang. Intermediate Data Transmission Pipeline Optimization Mechanism for MapReduce Framework [J]. Computer Science, 2021, 48(2): 41-46. |
| [2] | ZHAO Yue, REN Yong-gong and LIU Yang. Improved Apriori Algorithm and Its Application Based on MapReduce [J]. Computer Science, 2017, 44(6): 250-254. |
| [3] | CHEN De-hua,ZHOU Meng,SUN Yan-qing and ZHENG Liang-liang. MR-GSpar:A Distributed Large Graph Sparsification Algorithm Based on MapReduce [J]. Computer Science, 2013, 40(10): 190-193. |
| [4] | . [J]. Computer Science, 2006, 33(6): 64-68. |
|
||
Home